rinabuoy/whisper-base-khmer-aug-v6

README.md

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+---
+license: apache-2.0
+base_model: openai/whisper-base
+tags:
+- generated_from_trainer
+metrics:
+- wer
+model-index:
+- name: whisper-base-khmer-aug-v6
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# whisper-base-khmer-aug-v6
+
+This model is a fine-tuned version of [openai/whisper-base](https://huggingface.co/openai/whisper-base) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.2379
+- Wer: 62.5101
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 0.0001
+- train_batch_size: 16
+- eval_batch_size: 16
+- seed: 42
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 32
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: constant
+- lr_scheduler_warmup_steps: 1000
+- num_epochs: 10
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss | Wer     |
+|:-------------:|:------:|:----:|:---------------:|:-------:|
+| 0.5956        | 0.9994 | 837  | 0.2717          | 78.0931 |
+| 0.2404        | 2.0    | 1675 | 0.2206          | 79.6660 |
+| 0.184         | 2.9994 | 2512 | 0.2061          | 68.4287 |
+| 0.1511        | 4.0    | 3350 | 0.2001          | 66.4505 |
+| 0.1288        | 4.9994 | 4187 | 0.2038          | 66.2883 |
+| 0.1108        | 6.0    | 5025 | 0.2032          | 64.6506 |
+| 0.0968        | 6.9994 | 5862 | 0.2098          | 64.0182 |
+| 0.0842        | 8.0    | 6700 | 0.2180          | 63.5966 |
+| 0.0739        | 8.9994 | 7537 | 0.2303          | 63.9857 |
+| 0.065         | 9.9940 | 8370 | 0.2379          | 62.5101 |
+
+
+### Framework versions
+
+- Transformers 4.44.0
+- Pytorch 2.3.1
+- Datasets 2.21.0
+- Tokenizers 0.19.1

generation_config.json

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+    [
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+  "is_multilingual": true,
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+  "task": "transcribe",
+  "task_to_id": {
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+  "transformers_version": "4.44.0"
+}